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Fuzzy Based Algorithm for Cloud Resource Management and Task Scheduling

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Fuzzy Based Algorithm for Cloud Resource Management and Task Scheduling


Rashmi Singh Lodhi | Dr. R. K. Pateriya



Rashmi Singh Lodhi | Dr. R. K. Pateriya "Fuzzy Based Algorithm for Cloud Resource Management and Task Scheduling" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-3 | Issue-5, August 2019, pp.1335-1340, URL: https://www.ijtsrd.com/papers/ijtsrd26604.pdf

This paper presents a Fuzzy Logic based approach to manage VM status and VM configuration within the cloud environment. The aim of the approach is to serve task requests efficiently with minimal use of resource and power. The proposed technique uses Fuzzy based approach to calculate the VM’s status and VM's configurations, depending upon the cloud resource availability and job resource requirements, and then a fuzzy logic-based controller is used to control the status and configurations of the VM to serve the intended purpose afterwards. Controlling in this way reduces the active physical resources and the cloud's power requirements. The proposed controller is tested for different load conditions against the standard controlling algorithm to validate the concept. The test results obtained show that in terms of QoS, resource management, and power savings, the proposed fuzzy logic controller-based technique outperforms standard techniques.

Cloud Computing, Cloud Resource Management, Cloud VM Management, Fuzzy Logic Controller


IJTSRD26604
Volume-3 | Issue-5, August 2019
1335-1340
IJTSRD | www.ijtsrd.com | E-ISSN 2456-6470
Copyright © 2019 by author(s) and International Journal of Trend in Scientific Research and Development Journal. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (CC BY 4.0) (http://creativecommons.org/licenses/by/4.0)

International Journal of Trend in Scientific Research and Development - IJTSRD having online ISSN 2456-6470. IJTSRD is a leading Open Access, Peer-Reviewed International Journal which provides rapid publication of your research articles and aims to promote the theory and practice along with knowledge sharing between researchers, developers, engineers, students, and practitioners working in and around the world in many areas like Sciences, Technology, Innovation, Engineering, Agriculture, Management and many more and it is recommended by all Universities, review articles and short communications in all subjects. IJTSRD running an International Journal who are proving quality publication of peer reviewed and refereed international journals from diverse fields that emphasizes new research, development and their applications. IJTSRD provides an online access to exchange your research work, technical notes & surveying results among professionals throughout the world in e-journals. IJTSRD is a fastest growing and dynamic professional organization. The aim of this organization is to provide access not only to world class research resources, but through its professionals aim to bring in a significant transformation in the real of open access journals and online publishing.

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